A new distributed time series evolution prediction model for dam deformation based on constituent elements. - Mingchao Li; Yang Shen; Qiubing Ren; Heng Li 001 (Adv. Eng. Informatics, 2019)

Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms. - Ye Zhang; Mingchao Li; Shuai Han 004; Qiubing Ren; Jonathan Jingsheng Shi (Sensors, 2019)

An optimized combination prediction model for concrete dam deformation considering quantitative evaluation and hysteresis correction. - Qiubing Ren; Mingchao Li; Lingguang Song; Han Liu (Adv. Eng. Informatics, 2020)

A novel deep learning prediction model for concrete dam displacements using interpretable mixed attention mechanism. - Qiubing Ren; Mingchao Li; Heng Li 001; Yang Shen (Adv. Eng. Informatics, 2021)

A robust prediction model for displacement of concrete dams subjected to irregular water-level fluctuations. - Qiubing Ren; Mingchao Li; Heng Li 001; Lingguang Song; Wen Si; Han Liu (Comput. Aided Civ. Infrastructure Eng., 2021)

An integrated method for evaluating and predicting long-term operation safety of concrete dams considering lag effect. - Mingchao Li; Wen Si; Qiubing Ren; Lingguang Song; Han Liu (Eng. Comput., 2021)

DRLSTM: A dual-stage deep learning approach driven by raw monitoring data for dam displacement prediction. - Mingchao Li; Minghao Li; Qiubing Ren; Heng Li 001; Lingguang Song (Adv. Eng. Informatics, 2022)

Towards online monitoring of concrete dam displacement subject to time-varying environments: An improved sequential learning approach. - Qiubing Ren; Heng Li 001; Mingchao Li; Juntao Zhang; Ting Kong (Adv. Eng. Informatics, 2023)

Multi-block synchronous prediction of concrete dam displacements using MIMO machine learning paradigm. - Qiubing Ren; Heng Li 001; Xia-zhong Zheng; Mingchao Li; Lei Xiao; Ting Kong (Adv. Eng. Informatics, 2023)

A hybrid approach for interval prediction of concrete dam displacements under uncertain conditions. - Qiubing Ren; Mingchao Li; Rui Kong; Yang Shen; Shengli Du 002 (Eng. Comput., 2023)

Bayesian incremental learning paradigm for online monitoring of dam behavior considering global uncertainty. - Qiubing Ren; Heng Li 001; Mingchao Li; Ting Kong; Runhao Guo (Appl. Soft Comput., 2023)

A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division. - Minghao Li; Qiubing Ren; Mingchao Li; Xin Fang; Lei Xiao; Heng Li 001 (Adv. Eng. Informatics, 2024)

Digital twin-enabled collision early warning system for marine piling: Application to a wharf project in China. - Minghao Li; Qiubing Ren; Mingchao Li; Ting Kong; Heng Li 001; Huijing Tian; Shiyuan Liu (Adv. Eng. Informatics, 2024)

A similarity-aware ensemble method for displacement prediction of concrete dams based on temporal division and fully Bayesian learning. - Ruizhe Liu; Qiubing Ren; Mingchao Li; Xiaocui Ji; Ting Liu; Hao Liu (Adv. Eng. Informatics, 2024)

Automatic quality compliance checking in concrete dam construction: Integrating rule syntax parsing and semantic distance. - Qiubing Ren; Dongliang Zhang; Mingchao Li; Shu Chen 001; Dan Tian; Heng Li 001; Leping Liu (Adv. Eng. Informatics, 2024)

A hybrid deep semantic mining method considering fuzzy expressions for the automatic recognition of construction safety hazard information. - Xiaojian Zhang; Dan Tian; Qiubing Ren; Mingchao Li; Yang Shen; Shuai Han 004 (Adv. Eng. Informatics, 2024)

PipeTransUNet: CNN and Transformer fusion network for semantic segmentation and severity quantification of multiple sewer pipe defects. - Mingze Li; Mingchao Li; Qiubing Ren; Heng Li 001; Lei Xiao; Xin Fang (Appl. Soft Comput., 2024)

Efficient prediction uncertainty quantification in dam behavior monitoring with attention-based sequence-to-sequence learning. - Minghao Li; Qiubing Ren; Mingchao Li; Yun Chen; Xiaocui Ji; Hao Liu (Appl. Soft Comput., 2024)

Multivariate probabilistic prediction of dam displacement behaviour using extended Seq2Seq learning and adaptive kernel density estimation. - Minghao Li; Qiubing Ren; Mingchao Li; Zhiyong Qi; Dawen Tan; Hai Wang (Adv. Eng. Informatics, 2025)

Parameter inverse analysis of high rockfill dams considering material uncertainty based on the EJaya-SESM model. - Qiubing Ren; Qin Ke; Yinpeng He; Mingchao Li; Lei Xiao; Heng Li 001 (Adv. Eng. Informatics, 2025)

Prediction of submarine soil dredging difficulty scale in cutter suction dredger construction with clustering-based deep learning. - Yong Chen; Qiubing Ren; Mingchao Li; Huijing Tian; Liang Qin; Dianchun Wu (Eng. Appl. Artif. Intell., 2025)

Development of Multilabel Text Classification with Contrastive Learning for Safety Hazard Analysis in Large-Scale Construction Projects. - Yuangeng Lv; Qiubing Ren; Mingchao Li; Xiaojian Zhang; Xufang Deng; Aihua Shen (J. Comput. Civ. Eng., 2025)